Triple

T11012440
Position Surface form Disambiguated ID Type / Status
Subject Kra languages E260274 entity
Predicate spokenBy P2181 FINISHED
Object Gelao people
The Gelao people are an ethnic minority group primarily living in southwestern China, known for their distinct culture and language belonging to the Kra branch of the Tai–Kadai family.
E919555 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gelao people | Statement: [Kra languages, spokenBy, Gelao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gelao people
Context triple: [Kra languages, spokenBy, Gelao people]
  • A. Bai people
    The Bai people are an ethnic minority group in China, primarily residing in Yunnan Province, known for their distinct language, architecture, and rich cultural traditions.
  • B. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • C. Dong people
    The Dong people are an ethnic minority in China known for their distinctive wooden architecture, polyphonic folk singing, and rice-based agriculture, primarily inhabiting mountainous areas of southern China.
  • D. Guan peoples
    The Guan peoples are an indigenous ethnic group of West Africa, found in parts of Ghana (including the Volta Region) and neighboring countries, known for their diverse languages and long-established farming and trading communities.
  • E. Kaili people
    The Kaili people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their Austronesian language, agrarian traditions, and rich ritual and artistic culture.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gelao people
Triple: [Kra languages, spokenBy, Gelao people]
Generated description
The Gelao people are an ethnic minority group primarily living in southwestern China, known for their distinct culture and language belonging to the Kra branch of the Tai–Kadai family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gelao people
Target entity description: The Gelao people are an ethnic minority group primarily living in southwestern China, known for their distinct culture and language belonging to the Kra branch of the Tai–Kadai family.
  • A. Bai people
    The Bai people are an ethnic minority group in China, primarily residing in Yunnan Province, known for their distinct language, architecture, and rich cultural traditions.
  • B. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • C. Dong people
    The Dong people are an ethnic minority in China known for their distinctive wooden architecture, polyphonic folk singing, and rice-based agriculture, primarily inhabiting mountainous areas of southern China.
  • D. Guan peoples
    The Guan peoples are an indigenous ethnic group of West Africa, found in parts of Ghana (including the Volta Region) and neighboring countries, known for their diverse languages and long-established farming and trading communities.
  • E. Kaili people
    The Kaili people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their Austronesian language, agrarian traditions, and rich ritual and artistic culture.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7978a57a881909b4ceae0ebe21b78 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e54263e930819099524917506c7eab completed April 19, 2026, 9 p.m.
NEDg Description generation batch_69e545ad9840819096cb11f1d427ea38 completed April 19, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69e548c50aac81909f94ac2f35a29f41 completed April 19, 2026, 9:27 p.m.
Created at: April 8, 2026, 9:25 p.m.